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Retrieval of Solar Shortwave Irradiance from All-Sky Camera Images

The present work proposes a new model based on a convolutional neural network (CNN) to retrieve solar shortwave (SW) irradiance via the estimation of the cloud modification factor (CMF) from daytime sky images captured by all-sky cameras; this model is named CNN-CMF. To this end, a total of 237,669...

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Principais autores: Daniel González-Fernández, Roberto Román, David Mateos, Celia Herrero del Barrio, Victoria E. Cachorro, Gustavo Copes, Ricardo Sánchez, Rosa Delia García, Lionel Doppler, Sara Herrero-Anta, Juan Carlos Antuña-Sánchez, África Barreto, Ramiro González, Javier Gatón, Abel Calle, Carlos Toledano, Ángel de Frutos
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2024-10-01
Series:Remote Sensing
Assuntos:
all-sky cameras
sky images
convolutional neural network
shortwave global horizontal irradiance
cloud modification factor
Antarctic
Acceso en liña:https://www.mdpi.com/2072-4292/16/20/3821
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